Python Pytorch

Open-source Python projects categorized as Pytorch
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Topics: Deep Learning Machine Learning Python Computer Vision Tensorflow
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Top 23 Python Pytorch Projects

  • stable-diffusion-webui

    Stable Diffusion web UI

    • Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27

    * LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.

    - https://diffusionbee.com/

    - https://github.com/comfyanonymous/ComfyUI

    - https://github.com/AUTOMATIC1111/stable-diffusion-webui

  • transformers

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    • Project mention: AI enthusiasm #9 - A multilingual chatbot📣🈸 | dev.to | 2024-05-01

    transformers is a package by Hugging Face, that helps you interact with models on HF Hub (GitHub)

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  • Keras

    Deep Learning for humans

    • Project mention: Library for Machine learning and quantum computing | dev.to | 2024-04-27

    Keras

  • Real-Time-Voice-Cloning

    Clone a voice in 5 seconds to generate arbitrary speech in real-time

    • Project mention: FLaNK Stack Weekly 12 February 2024 | dev.to | 2024-02-12

  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    • Project mention: จำแนกสายพันธ์ุหมากับแมวง่ายๆด้วยYoLoV5 | dev.to | 2024-04-15

    Ref https://www.youtube.com/watch?v=0GwnxFNfZhM https://github.com/ultralytics/yolov5 https://dev.to/gfstealer666/kaaraich-yolo-alkrithuemainkaartrwcchcchabwatthu-object-detection-3lef https://www.kaggle.com/datasets/devdgohil/the-oxfordiiit-pet-dataset/data

  • GFPGAN

    GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

    • Project mention: Ask HN: What is the state of the art in AI photo enhancement? | news.ycombinator.com | 2024-01-24

  • MockingBird

    🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

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  • ComfyUI

    The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

    • Project mention: ComflowySpace: An open-source version of better ComfyUI | news.ycombinator.com | 2024-03-08

    The non standard licensing puts me off in contributing or using this. It is frustrating how the phrase opensource has been diluted in the AI/ML community. ComfyUI has a GPL license [1] while this project uses this [2]. I honestly don't know where I stand since this is a legal document using non-standard phrasing to describe how the rights around the source code.

    This is a project that uses a custom license with less rights provided than the ComfyUI project it self-describes as improving. Am not sure the title is reflective of the project.

    [1] - https://github.com/comfyanonymous/ComfyUI/blob/master/LICENS...

  • DeepSpeed

    DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

    • Project mention: Can we discuss MLOps, Deployment, Optimizations, and Speed? | /r/LocalLLaMA | 2023-12-06

    DeepSpeed can handle parallelism concerns, and even offload data/model to RAM, or even NVMe (!?) . I'm surprised I don't see this project used more.

  • Ray

    Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

    • Project mention: Ray: Unified framework for scaling AI and Python applications | news.ycombinator.com | 2024-05-03

  • pytorch-image-models

    PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

    • Project mention: FLaNK AI Weekly 18 March 2024 | dev.to | 2024-03-18

  • TTS

    🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

    • Project mention: OpenAI deems its voice cloning tool too risky for general release | news.ycombinator.com | 2024-03-31

    lol this marketing technique is getting very old. https://github.com/coqui-ai/TTS is already amazing and open source.

  • fairseq

    Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

    • Project mention: Sequence-to-Sequence Toolkit Written in Python | news.ycombinator.com | 2024-03-30

  • pytorch-tutorial

    PyTorch Tutorial for Deep Learning Researchers

  • mmdetection

    OpenMMLab Detection Toolbox and Benchmark

  • pytorch-lightning

    Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

    • Project mention: SB-1047 will stifle open-source AI and decrease safety | news.ycombinator.com | 2024-04-29

    It's very easy to get started, right in your Terminal, no fees! No credit card at all.

    And there are cloud providers like https://replicate.com/ and https://lightning.ai/ that will let you use your LLM via an API key just like you did with OpenAI if you need that.

    You don't need OpenAI - nobody does.

  • Real-ESRGAN

    Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

    • Project mention: AI-Powered Nvidia RTX Video HDR Transforms Standard Video into HDR Video | news.ycombinator.com | 2024-01-24

    It's not exactly what you're after, as it's anime specific and you need to process the video yourself (eg disassemble to frames, run the upscaler, then assemble back to a movie file), but Real-ESRGAN is really good:

    https://github.com/xinntao/Real-ESRGAN/

    It's pretty brilliant for cleaning up very old, low resolution anime.

  • JARVIS

    JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

    • Project mention: FLaNK Stack 26 February 2024 | dev.to | 2024-02-26

  • ultralytics

    NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

    • Project mention: The CEO of Ultralytics (yolov8) using LLMs to engage with commenters on GitHub | news.ycombinator.com | 2024-02-12

    Yep, I noticed this a while ago. It posts easily identifiable ChatGPT responses. It also posts garbage wrong answers which makes it worse than useless. Totally disrespectful to the userbase.

    https://github.com/ultralytics/ultralytics/issues/5748#issue...

  • diffusers

    🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

    • Project mention: StableDiffusionSafetyChecker | news.ycombinator.com | 2023-12-06

  • pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

    • Project mention: List of AI-Models | /r/GPT_do_dah | 2023-05-16

    Click to Learn more...

  • EasyOCR

    Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

    • Project mention: Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide | dev.to | 2023-12-27

    PyTesseract Module [ Github ] EasyOCR Module [ Github ] PaddlePaddle OCR [ Github ]

  • d2l-en

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Pytorch related posts

  • Recapping the AI, Machine Learning and Data Science Meetup — May 2, 2024

    2 projects | dev.to | 2 May 2024

  • AI leaderboards are no longer useful. It's time to switch to Pareto curves

    1 project | news.ycombinator.com | 30 Apr 2024

  • SB-1047 will stifle open-source AI and decrease safety

    2 projects | news.ycombinator.com | 29 Apr 2024

  • Show HN: I made a ROS package for realtime semantic segmentation

    1 project | news.ycombinator.com | 26 Apr 2024

  • Lossless Acceleration of LLM via Adaptive N-Gram Parallel Decoding

    3 projects | news.ycombinator.com | 21 Apr 2024

  • AI enthusiasm #6 - Finetune any LLM you want💡

    2 projects | dev.to | 16 Apr 2024

  • จำแนกสายพันธ์ุหมากับแมวง่ายๆด้วยYoLoV5

    1 project | dev.to | 15 Apr 2024
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    www.saashub.com | 4 May 2024
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Index

What are some of the best open-source Pytorch projects in Python? This list will help you:

Project Stars
1 stable-diffusion-webui 129,975
2 transformers 125,369
3 Keras 60,972
4 Real-Time-Voice-Cloning 50,815
5 yolov5 47,071
6 GFPGAN 34,637
7 MockingBird 33,862
8 ComfyUI 33,352
9 DeepSpeed 32,739
10 Ray 31,179
11 pytorch-image-models 29,828
12 TTS 29,420
13 fairseq 29,262
14 pytorch-tutorial 29,128
15 mmdetection 27,833
16 pytorch-lightning 26,952
17 Real-ESRGAN 26,111
18 JARVIS 23,054
19 ultralytics 22,973
20 diffusers 22,646
21 pytorch-CycleGAN-and-pix2pix 22,029
22 EasyOCR 21,953
23 d2l-en 21,704

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